Conference item
BeeHIVE: behavioral biometric system based on object interactions in smart environments
- Abstract:
- The lack of standard input interfaces in Internet of Things (IoT) ecosystems presents a challenge in securing such infrastructures. To tackle this challenge, we introduce a novel behavioral biometric system based on naturally occurring interactions with objects in smart environments. This biometric leverages existing sensors to authenticate users without requiring any hardware modifications of existing smart home devices. The system is designed to reduce the need for phone-based authentication mechanisms, on which smart home systems currently rely. It requires the user to approve transactions on their phone only when the user cannot be authenticated with high confidence through their interactions with the smart environment. We conduct a real-world experiment that involves 13 participants in a company environment. We show that this system can provide seamless and unobtrusive authentication while still remaining highly resistant to zero-effort, video, and inperson observation-based mimicry attacks. Even when at most 1% of the strongest type of mimicry attacks are successful, our system does not require the user to take out their phone to approve legitimate transactions in more than 84% of cases for a single interaction. This increases to 93% of transactions when interactions with more objects are considered.
- Publication status:
- Published
- Peer review status:
- Peer reviewed
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- Files:
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(Preview, Version of record, pdf, 2.7MB, Terms of use)
-
- Publisher copy:
- 10.5220/0012088900003555
Authors
- Publisher:
- SciTePress
- Host title:
- Proceedings of the 20th International Conference on Security and Cryptography (SECRYPT 2023)
- Volume:
- 1
- Pages:
- 135-146
- Publication date:
- 2023-08-01
- Acceptance date:
- 2023-04-23
- Event title:
- 20th International Conference on Security and Cryptography (SECRYPT 2023)
- Event location:
- Rome, Italy
- Event website:
- https://secrypt.scitevents.org/
- Event start date:
- 2023-07-10
- Event end date:
- 2023-07-12
- DOI:
- ISSN:
-
2184-7711
- ISBN:
- 978-989-758-666-8
- Language:
-
English
- Keywords:
- Pubs id:
-
1339517
- Local pid:
-
pubs:1339517
- Deposit date:
-
2023-05-02
Terms of use
- Copyright holder:
- SCITEPRESS
- Copyright date:
- 2023
- Rights statement:
- © 2023 by SCITEPRESS – Science and Technology Publications, Lda. Under CC license (CC BY-NC-ND 4.0)
- Notes:
- This paper will be presented at the 20th International Conference on Security and Cryptography (SECRYPT 2023), 10th-12th July 2023, Rome, Italy.
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